
MambAI · SleepFitMatch
SleepFitMatch Intelligent Mattress Matching
An in-store AI mattress matching system for retailers: pressure sensing and recommendations help shoppers find the right mattress in minutes.
- Fast matching
- Science-based picks
- Higher conversion
Quick assessment
Precise results in 3 minutes
AI recommendation
Match the best mattress
Visual report
Show results with clear data
Better experience
Build trust and close faster
Find the right mattress in 3 minutes
Three simple steps to a science-backed match.

01
Capture data
Collect body and pressure data while lying down.

02
AI analysis
Analyze pressure points and support needs.

03
Best match
Generate a report and recommend the best mattress.
Make AI your chief in-store mattress advisor
Empower stores to improve service and operating efficiency.
Customer experience
- Professional standardized flow
- Personalized recommendations
- Visible data builds trust
Store performance
- Shorter decisions
- Higher conversion
- Activate priority SKUs
Data-driven ops
- Capture preference insights
- Optimize assortment
- Support precise decisions
Two deployment options for the sales floor
Flexible setup with minimal renovation.

Tablet setup
Android tablet + pressure mapping mat
- Flexible floor selling
- Optional cast to TV
- Bring-your-own tablet option

TV box setup
TV box + pressure mapping mat
- HDMI into existing store TVs
- Operate with remote
- Ready the same day
Upgrade in-store mattress matching with MambAI
For mattress brands, retail chains, and partners — a practical system that helps stores close faster and serve with confidence.
